Dataset Versions

v5

2024-11-13 1:13pm

Generated on Nov 13, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 95%
1758Images
Valid Set 5%
85Images
Test Set 1%
12Images

Preprocessing

Resize: Stretch to 800x640

Augmentations

Outputs per training example: 3
Hue: Between -50° and +50°
Brightness: Between -15% and +15%
Bounding Box: Brightness: Between -15% and +15%

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